Overview

Dataset statistics

Number of variables8
Number of observations169
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory11.2 KiB
Average record size in memory67.8 B

Variable types

Categorical6
Boolean1
Numeric1

Dataset

Description양양군 지방세 납세자 현황, 지방세부과 세목별 납세 인원 현황을 제공, 관외 납세자에 대한 부과징수 정책 수립시 기초자료로 활용
Author강원특별자치도 양양군
URLhttps://www.data.go.kr/data/15079478/fileData.do

Alerts

시도명 has constant value ""Constant
시군구명 has constant value ""Constant
자치단체코드 has constant value ""Constant
납세자수 is highly overall correlated with 납세자유형High correlation
납세자유형 is highly overall correlated with 납세자수High correlation

Reproduction

Analysis started2024-03-14 12:14:45.369927
Analysis finished2024-03-14 12:14:46.585255
Duration1.22 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

시도명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
강원도
169 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row강원도
2nd row강원도
3rd row강원도
4th row강원도
5th row강원도

Common Values

ValueCountFrequency (%)
강원도 169
100.0%

Length

2024-03-14T21:14:46.795873image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T21:14:47.114558image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
강원도 169
100.0%

시군구명
Categorical

CONSTANT 

Distinct1
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
양양군
169 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row양양군
2nd row양양군
3rd row양양군
4th row양양군
5th row양양군

Common Values

ValueCountFrequency (%)
양양군 169
100.0%

Length

2024-03-14T21:14:47.446384image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T21:14:47.772692image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
양양군 169
100.0%

자치단체코드
Categorical

CONSTANT 

Distinct1
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
42830
169 

Length

Max length5
Median length5
Mean length5
Min length5

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row42830
2nd row42830
3rd row42830
4th row42830
5th row42830

Common Values

ValueCountFrequency (%)
42830 169
100.0%

Length

2024-03-14T21:14:48.110236image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T21:14:48.430112image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
42830 169
100.0%

과세년도
Categorical

Distinct5
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
2017
35 
2020
35 
2021
34 
2019
33 
2018
32 

Length

Max length4
Median length4
Mean length4
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2017
2nd row2017
3rd row2017
4th row2017
5th row2017

Common Values

ValueCountFrequency (%)
2017 35
20.7%
2020 35
20.7%
2021 34
20.1%
2019 33
19.5%
2018 32
18.9%

Length

2024-03-14T21:14:48.779439image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T21:14:49.120119image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2017 35
20.7%
2020 35
20.7%
2021 34
20.1%
2019 33
19.5%
2018 32
18.9%

세목명
Categorical

Distinct10
Distinct (%)5.9%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
재산세
20 
주민세
20 
취득세
20 
자동차세
20 
등록면허세
20 
Other values (5)
69 

Length

Max length7
Median length5
Mean length4.2071006
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row등록세
2nd row등록세
3rd row등록세
4th row등록세
5th row재산세

Common Values

ValueCountFrequency (%)
재산세 20
11.8%
주민세 20
11.8%
취득세 20
11.8%
자동차세 20
11.8%
등록면허세 20
11.8%
지방소득세 20
11.8%
지역자원시설세 19
11.2%
등록세 16
9.5%
담배소비세 12
7.1%
지방소비세 2
 
1.2%

Length

2024-03-14T21:14:49.550496image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T21:14:49.950316image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
재산세 20
11.8%
주민세 20
11.8%
취득세 20
11.8%
자동차세 20
11.8%
등록면허세 20
11.8%
지방소득세 20
11.8%
지역자원시설세 19
11.2%
등록세 16
9.5%
담배소비세 12
7.1%
지방소비세 2
 
1.2%

납세자유형
Categorical

HIGH CORRELATION 

Distinct2
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size1.4 KiB
법인
87 
개인
82 

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row개인
2nd row개인
3rd row법인
4th row법인
5th row개인

Common Values

ValueCountFrequency (%)
법인 87
51.5%
개인 82
48.5%

Length

2024-03-14T21:14:50.599644image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-03-14T21:14:50.921481image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
법인 87
51.5%
개인 82
48.5%

관내_관외
Boolean

Distinct2
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size297.0 B
True
86 
False
83 
ValueCountFrequency (%)
True 86
50.9%
False 83
49.1%
2024-03-14T21:14:51.221879image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

납세자수
Real number (ℝ)

HIGH CORRELATION 

Distinct134
Distinct (%)79.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2412.5325
Minimum1
Maximum24421
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1.6 KiB
2024-03-14T21:14:51.577195image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q139
median444
Q32093
95-th percentile12300.2
Maximum24421
Range24420
Interquartile range (IQR)2054

Descriptive statistics

Standard deviation4860.5343
Coefficient of variation (CV)2.0147021
Kurtosis8.8047004
Mean2412.5325
Median Absolute Deviation (MAD)440
Skewness2.9263036
Sum407718
Variance23624793
MonotonicityNot monotonic
2024-03-14T21:14:52.013042image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 12
 
7.1%
2 8
 
4.7%
3 7
 
4.1%
4 3
 
1.8%
57 2
 
1.2%
10 2
 
1.2%
38 2
 
1.2%
9 2
 
1.2%
52 2
 
1.2%
27 2
 
1.2%
Other values (124) 127
75.1%
ValueCountFrequency (%)
1 12
7.1%
2 8
4.7%
3 7
4.1%
4 3
 
1.8%
5 2
 
1.2%
6 1
 
0.6%
9 2
 
1.2%
10 2
 
1.2%
27 2
 
1.2%
33 1
 
0.6%
ValueCountFrequency (%)
24421 1
0.6%
23889 1
0.6%
23379 1
0.6%
22762 1
0.6%
22329 1
0.6%
12918 1
0.6%
12882 1
0.6%
12420 1
0.6%
12363 1
0.6%
12206 1
0.6%

Interactions

2024-03-14T21:14:45.669758image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-03-14T21:14:52.274341image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
과세년도세목명납세자유형관내_관외납세자수
과세년도1.0000.0000.0000.0000.000
세목명0.0001.0000.0000.0000.587
납세자유형0.0000.0001.0000.0000.700
관내_관외0.0000.0000.0001.0000.594
납세자수0.0000.5870.7000.5941.000
2024-03-14T21:14:52.543589image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
과세년도관내_관외납세자유형세목명
과세년도1.0000.0000.0000.000
관내_관외0.0001.0000.0000.000
납세자유형0.0000.0001.0000.000
세목명0.0000.0000.0001.000
2024-03-14T21:14:52.758770image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
납세자수과세년도세목명납세자유형관내_관외
납세자수1.0000.0000.3540.5090.426
과세년도0.0001.0000.0000.0000.000
세목명0.3540.0001.0000.0000.000
납세자유형0.5090.0000.0001.0000.000
관내_관외0.4260.0000.0000.0001.000

Missing values

2024-03-14T21:14:46.006902image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-03-14T21:14:46.426677image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

시도명시군구명자치단체코드과세년도세목명납세자유형관내_관외납세자수
0강원도양양군428302017등록세개인N65
1강원도양양군428302017등록세개인Y60
2강원도양양군428302017등록세법인N2
3강원도양양군428302017등록세법인Y2
4강원도양양군428302017재산세개인N22329
5강원도양양군428302017재산세개인Y10758
6강원도양양군428302017재산세법인N646
7강원도양양군428302017재산세법인Y787
8강원도양양군428302017주민세개인N2093
9강원도양양군428302017주민세개인Y11837
시도명시군구명자치단체코드과세년도세목명납세자유형관내_관외납세자수
159강원도양양군428302021등록면허세법인N648
160강원도양양군428302021등록면허세법인Y483
161강원도양양군428302021지방소득세개인N886
162강원도양양군428302021지방소득세개인Y4509
163강원도양양군428302021지방소득세법인N275
164강원도양양군428302021지방소득세법인Y456
165강원도양양군428302021지방소비세법인Y1
166강원도양양군428302021지역자원시설세개인Y2
167강원도양양군428302021지역자원시설세법인N1
168강원도양양군428302021지역자원시설세법인Y4